… similar architecture for speech enhancement task. As a single layer encoder-decoder may not
… suppression, we propose the use of encoder-decoder with multiple layers to achieve more …

… Numerous efforts are attempted to perform research in the area of speech enhancement
and many researchers are attracted towards the speech enhancement in later decades. …

… Many real-world applications of speech enhancement, such as hearing aids and cochlear …
-time monaural speech enhancement. We incorporate a convolutional encoderdecoder (CED) …

… The encoder-decoder model is widely used in Sequence to Sequence machine translation
[… introduce this model to speech enhancement. Based on the encoder illustrated in the section …

… in speech enhancement. We observed that the success of R-CED is associated with the …
feature space along the encoder and decreasing dimension along the decoder. We expect that R…

… have been employed for speech enhancement. Most of the … Encoder-Decoder (LCLED)
network for speech enhancement. … achieve a higher quality of enhanced speech, a priori Signal-…

… restoration is performed by a fully convolutional encoder-decoder (CED) network, where
we introduce temporal modeling capabilities by using a convolutional LSTM layer in the …

… effectiveness of encoder-decoder based architecture for the time domain speech enhancement
[10, 12], we propose to combine both of them to obtain a real-time enhancement system. …

… noise in speech feature extraction for ASR [10]. In our study, we focus on speech enhancement
… It includes one nonlinear encoding stage and one linear decoding stage for real valued …

… We present a causal speech enhancement model working on the raw waveform that runs
in real-time on a laptop CPU. The proposed model is based on an encoder-decoder …